Modeling Context-Aware Events and Responses in an IoT Environment

被引:3
作者
Vila, Marc [1 ,2 ]
Sancho, Maria-Ribera [1 ,3 ]
Teniente, Ernest [1 ]
机构
[1] Univ Politecn Cataluna, mLab FIB, Barcelona, Spain
[2] Worldsensing, Barcelona, Spain
[3] Barcelona Supercomp Ctr, Barcelona, Spain
来源
ADVANCED INFORMATION SYSTEMS ENGINEERING, CAISE 2023 | 2023年 / 13901卷
关键词
Internet of Things; Interoperability; Context-Awareness; Semantics; Cyber-Physical Systems; INTERNET; SYSTEM; THINGS;
D O I
10.1007/978-3-031-34560-9_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Internet of Things (IoT) involves the use of devices that exchange information about the state of things in the real world. In IoT, monitoring is regarded to be the most fully researched use case. However, research on the use and manipulation of control and maintenance applications has not yet been fully addressed. An important step forward in this direction may be provided by executing automatic context-aware actuations. These may be achieved by delivering responses based on the context gathered with components endowed in some device. In this paper, we propose a solution that uses ontological knowledge for this purpose, thus improving the interoperability of IoT devices. We focus on real-time data collection to fully automate monitoring, context gathering, and appropriate responses. Our proposal is illustrated via the lens of a railroad use case, where maintaining track safety is critical to avoid accidents.
引用
收藏
页码:70 / 86
页数:17
相关论文
共 33 条
[1]   Semantic Reasoning for Context-Aware Internet of Things Applications [J].
A, Maarala, I ;
Su, Xiang ;
Riekki, Jukka .
IEEE INTERNET OF THINGS JOURNAL, 2017, 4 (02) :461-473
[2]  
Abowd GD, 1999, LECT NOTES COMPUT SC, V1707, P304
[3]  
Aguilar Jose, 2018, Applied Computing and Informatics, V14, P202, DOI 10.1016/j.aci.2017.08.001
[4]   An Ontology-based Context-aware System for Smart Homes: E-care@home [J].
Alirezaie, Marjan ;
Renoux, Jennifer ;
Kockemann, Uwe ;
Kristoffersson, Annica ;
Karlsson, Lars ;
Blomqvist, Eva ;
Tsiftes, Nicolas ;
Voigt, Thiemo ;
Loutfi, Amy .
SENSORS, 2017, 17 (07)
[5]   MSSN-Onto: An ontology-based approach for flexible event processing in Multimedia Sensor Networks [J].
Angsuchotmetee, Chinnapong ;
Chbeir, Richard ;
Cardinale, Yudith .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 108 :1140-1158
[6]  
[Anonymous], 2020, W3C-OWL-Time: Time Ontology in OWL
[7]  
Ashton K., 2009, RFID J, V22, P97
[8]   Intelligent Power Equipment Management Based on Distributed Context-Aware Inference in Smart Cities [J].
Choi, Chang ;
Esposito, Christian ;
Wang, Haoxiang ;
Liu, Zhe ;
Choi, Junho .
IEEE COMMUNICATIONS MAGAZINE, 2018, 56 (07) :212-217
[9]   Context-aware control and monitoring system with IoT and cloud support [J].
Dobrescu, Radu ;
Merezeanu, Daniel ;
Mocanu, Stefan .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 160 :91-99
[10]   The SenSoMod-Modeler - A Model-Driven Architecture Approach for Mobile Context-Aware Business Applications [J].
Doerndorfer, Julian ;
Hopfensperger, Florian ;
Seel, Christian .
INFORMATION SYSTEMS ENGINEERING IN RESPONSIBLE INFORMATION SYSTEMS, CAISE FORUM 2019, 2019, 350 :75-86